Feature Inventory
100 basic features. 50 advanced. Already mapped.
This is the product discovery layer turned into a visible launch artifact so we can build with intent instead of drifting into generic AI-tool sprawl.
Basic Launch Features
Input Studio
Everything needed to get an image into the system cleanly.
- Drag-and-drop upload area
- Paste from clipboard
- Upload from URL
- JPG, PNG, WebP, AVIF support
- HEIC conversion handling
- Mobile camera capture
- Batch image queue
- File size guardrails
- Resolution validation
- Instant upload preview
Core Removal
The baseline removal controls every user expects.
- One-click background removal
- Transparent PNG output
- Edge smoothing
- Hair-aware cutouts
- Pet and fur detection
- Hard-edge product mode
- Portrait mode tuning
- Accessory preservation
- Shadow preservation toggle
- Confidence-based fallback routing
Background Controls
Turn a cutout into a ready-to-use asset.
- Transparent background mode
- Solid color background
- Brand color presets
- White seamless backdrop
- Soft gray studio backdrop
- Gradient backdrop presets
- Marketplace-ready pure white
- Background blur replacement
- Background image replacement
- Product shelf mock scene
Editing Workflow
Lightweight correction tools without opening Photoshop.
- Undo and redo
- Before-and-after compare
- Zoom and pan
- Quick crop
- Smart centering
- Padding controls
- Canvas ratio presets
- Rotate and flip
- Output sharpening
- Compression quality slider
Commerce Output
Built for product teams who need listing-ready exports.
- Amazon main image preset
- Etsy square preset
- Shopify collection preset
- TikTok Shop preset
- eBay preset
- Instagram story preset
- Instagram feed preset
- Website hero preset
- Catalog sheet preset
- Bulk naming templates
Downloads
Multiple export formats for different teams and channels.
- PNG export
- WebP export
- JPG export with background
- Download all as ZIP
- High-resolution export
- Thumbnail export
- Watermarked free export
- Original filename retention
- Versioned downloads
- Clipboard copy for web output
Workspace
Keep teams organized even in the MVP phase.
- Project dashboard
- Recent jobs list
- Saved presets
- Favorite outputs
- Project tags
- Status badges
- Image notes
- Sorting by newest
- Filtering by preset
- Search by filename
Billing
Subscription mechanics users can understand instantly.
- Free preview tier
- Starter subscription plan
- Pro subscription plan
- Scale subscription plan
- Stripe Checkout integration
- Promo code support
- Usage-based overage messaging
- Plan comparison table
- ROI and margin calculator
- Provider cost visibility
Trust and Safety
Operational basics for a paid AI tool.
- Provider health endpoint
- Clear error messages
- Fallback provider routing
- Environment readiness panel
- API timeout handling
- Upload validation messages
- Support email surfacing
- Privacy-first design
- No hidden watermark on paid tiers
- Transparent vendor status badges
Growth
Features that help the product sell itself.
- Launch dashboard
- Feature roadmap page
- Landing page social proof blocks
- Use-case gallery
- Merchant-focused copy
- Agency-focused copy
- Creator-focused copy
- Embedded pricing CTAs
- Domain-ready branding
- Vercel deployment checklist
Advanced Monetization Features
AI Retouching
Higher-value finishing work after the background is gone.
- Auto shadow generation
- Reflection generation for glossy products
- Wrinkle cleanup on clothing shots
- Dust and scratch cleanup
- Color spill correction
- Subject relighting
- Auto white balance for products
- Skin-friendly portrait cleanup
- Edge decontamination
- Depth-aware background blur
Batch Intelligence
The multiplier for agencies and high-volume sellers.
- CSV batch manifest import
- Folder-level preset mapping
- Marketplace-specific batch export
- Retry failed items only
- Cost cap per batch
- Automatic provider switching by queue size
- Quality threshold auto-reruns
- Webhook on batch completion
- Batch SLA timers
- Multi-tenant usage segmentation
Collaboration
Team workflows that increase retention and ARPU.
- Shared team workspace
- Role-based access
- Approval queue
- Reviewer comments
- Preset sharing across teams
- Brand kit enforcement
- Audit trail
- Change history timeline
- Client review links
- Team usage analytics
Automation
How the app becomes infrastructure instead of just a tool.
- REST API keys per workspace
- Zapier webhook support
- Shopify app sync
- WooCommerce image sync
- Amazon SP-API handoff
- Google Drive import
- Cloudinary handoff
- S3-compatible output delivery
- Background queue workers
- Scheduled batch windows
Enterprise Controls
The path from startup launch to serious accounts.
- Custom contract pricing
- Dedicated inference routing
- Private VPC endpoint support
- SSO roadmap hooks
- Invoice billing mode
- Custom retention controls
- Per-team spend limits
- Priority support SLAs
- Bring-your-own-model routing
- White-label workspace branding